Mathematical models for remote sensing image processing : models and methods for the analysis of 2D satellite and aerial images /: models and methods for the analysis of 2D satellite and aerial images. ([2018])

• Record Type: Book
• Further Information: Note: Gabriele Moser, Josiane Zerubia, editors.
• Editors: Moser, Gabriele; Zerubia, Josiane, 1957-
• Contents: Mathematical models and methods for remote sensing image analysis: an introduction -- Models for hyperspectral image analysis: from unmixing to object-based classification -- Very high spatial resolution optical imagery: tree-based methods and multi-temporal models for mining and analysis -- Very high resolution and interferometric SAR: Markovian and patch-based non-local mathematical models -- Polarimetric SAR modelling: Mellin kind statistics and time-frequency analysis -- Remote sensing data fusion: guided filter-based hyperspectral pansharpening and graph-based feature-level fusion -- “Remote sensing data fusion: Markov models and mathematical morphology for multisensor, multiresolution, and multiscale image classification -- Change detection in multitemporal images through single-and multi-scale approaches -- Satellite image time series: mathematical models for data mining and missing data restoration.- Advances in kernel machines for image classification and biophysical parameter retrieval.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource
• Subjects: 621.36/7801/5118; Engineering; Image processing -- Mathematical models; Remote-sensing images; TECHNOLOGY & ENGINEERING / Mechanical; Image processing -- Mathematical models; Remote-sensing images; Engineering; Signal, Image and Speech Processing; Mathematical Modeling and Industrial Mathematics; Optics, Lasers, Photonics, Optical Devices; Remote Sensing/Photogrammetry; Mathematics -- Applied; Technology & Engineering -- Lasers & Photonics; Technology & Engineering -- Remote Sensing & Geographic Information Systems; Mathematical modelling; Laser technology & holography; Geographical information systems (GIS) & remote sensing; Technology & Engineering -- Electronics -- General; Imaging systems & technology; Electronic books
• Languages: English
• ISBNs: 9783319663302; 3319663305
• Related ISBNs: 9783319663289; 3319663283
• Notes: Note: Includes bibliographical references.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.